Multiple workflow templates covering the garment main chain

3D to launch in 8 steps

Text to 3D → Refine & upgrade → Garment-ready 3D → Virtual try-on → Model swap → Style variants → Launch series → Buyer show

3d-to-launch

AQL nonconformance disposition in 5 steps

Quality inspection → Nonconformance verdict → Disposition options → Cost impact → Approval trail

aql-nonconformance-disposition

Capsule collection design in 2 steps

Design axes → Capsule wardrobe planning

capsule-design

Capsule series retrospective in 4 steps

Series definition → Sell-through retrospective → Price retrospective → Lessons archived

capsule-retrospective

Defense presentation chain

Innovation distillation → Style reference → 3D virtual sample → Sustainability evidence → SAM baseline → Time measurement → Process animation → Display render → Display stills → Defense video

competition-defense

Competition prep full chain

Brief breakdown → Design proposal → Piece pattern drafting → Grading → Size standard check → Fabric & consumption → Consumption optimization → Costing → Tech pack assembly → QC plan → 3D virtual sample → Display render

competition-entry

Cost optimization in 3 steps

Cost breakdown → Fabric utilization → Carbon footprint → Export cost report

cost-optimization

Cost variance attribution in 5 steps

Historical baseline → BOM expansion → Current estimate → Variance breakdown → Attribution report

cost-variance-attribution

Design system & template lookup in 3 steps

Design system browse → System load → Template search

design-knowledge

Design preview & animation in 3 steps

Preview list → Animation list → Animation preview

design-preview

Design review loop in 4 steps

Design proposal → Review submission → Review docket check → Approval resolution

design-review

Design review to launch in 8 steps

Design output → Review submission → Review docket check → Approval resolution → Virtual try-on → Model swap → Style variants → Launch series

design-review-to-launch

Design to delivery in 6 steps

Design system load → Text to 3D → Refine & upgrade → Virtual try-on → Quote export → Size-chart export

design-to-delivery

E-commerce visual kit in 4 steps

Spec summary → Hero & multi-view images → Video assets → Kit preview

ecommerce-visual-suite

Quote & size-chart delivery in 2 steps

Quote workbook export → Size-chart export

export-deliverables

Fabric library management in 5 steps

Stock-in registration → Browse & query → Update & maintain → Care instructions → Archive & delete

fabric-library

Fabric sourcing in 4 steps

Fabric spec → Cost comparison → Utilization comparison → Quote normalization & comparison

fabric-sourcing

Fabric substitution assessment in 5 steps

Original fabric spec → In-library candidates → Cost impact → Care compatibility → Conclusion archive

fabric-substitution

Fabric to design in 5 steps

Fabric read → Care instructions → Design system browse → Design axes → Capsule wardrobe planning

fabric-to-design

Full launch campaign in 8 steps

Virtual try-on → Model swap → Style variants → Material to garment → Buyer show → Launch series → Quote export → Size-chart export

full-launch-campaign

Full product development in 8 steps

Design & pattern → Grading → Fabric spec → Costing → Tech pack assembly → SAM baseline lookup → IE line balancing → Export tech pack

full-product-development

IE process optimization in 3 steps

SAM baseline lookup → Line balancing → Standard-time measurement

ie-optimization

Image intelligence in 5 steps

Backend self-check → Image analysis → Sketch extraction → Style extraction → Backfill

image-intelligence

Image/SVG to 3D in 4 steps

Image to 3D → SVG to 3D → Depth relief → Refine & upgrade

image-svg-to-3d

Image to 3D try-on in 7 steps

Image self-check → Image analysis → Sketch extraction → Style extraction → Image to 3D → Refine & upgrade → Virtual try-on

image-to-3d-tryon

Image to fabric in 7 steps

Image self-check → Image analysis → Sketch extraction → Style extraction → Fabric read → Care instructions → Backfill

image-to-fabric

Inventory & fulfillment in 5 steps

Stock-in registration → Stock-out registration → Stock check → Balance verification → Stock list

inventory-fulfillment

Knowledge to preview in 9 steps

Semantic search → Knowledge lookup → Design system browse → Template search → Design axes → Capsule wardrobe planning → Preview list → Animation list → Animation preview

knowledge-design-preview

Knowledge-driven design in 4 steps

Knowledge recall → Design system browse → Design axes → Capsule wardrobe planning

knowledge-driven-design

Knowledge retrieval & memory in 4 steps

Knowledge save → Semantic search → Memory recall → Knowledge list

knowledge-retrieval

Merchandise planning in 4 steps

Merchandise planning → Flat sketch → Grading → Costing → Preview

line-planning

Merchandise planning in 5 steps

OTB planning → SKC planning → Wave planning → Allocation planning → Sell-through monitoring

merch-planning

Merch plan to fulfillment in 8 steps

OTB planning → SKC planning → Wave planning → Allocation planning → Low-stock diagnosis → Transfer planning → Stock-in registration → Stock list

merch-to-fulfillment

Moodboard in 3 steps

Theme setting → Material collection → Moodboard summary

moodboard-generation

Order cost estimation in 3 steps

BOM consumption expansion → Order cost estimation → Export quotation

order-costing

Order tracking in 3 steps

In-transit PO inventory → Per-PO detail check → Status advancement

order-tracking

Procurement decision loop

Price history baseline → Procurement decision loop

procurement-decision

Full procurement flow in 9 steps

Create supplier → Landed cost estimation → Supplier comparison → Create PO → Send order → Supplier confirmation → Receiving & warehousing → Inbound registration → Inventory verification

procurement-flow

Procurement to inventory loop in 5 steps

In-transit PO pull → Per-PO detail check → Status advancement → Stock-in registration → Stock-out registration

procurement-to-inventory

Quality control in 3 steps

Quality inspection → Size standard → Fit advice → Export QC report

quality-control

Retail closed loop in 5 steps

Sell-through monitoring → Low-stock diagnosis → Transfer planning → Allocation planning → Display manual

retail-closed-loop

Collection design in 4 steps

Collection brief → Item design → Consistency check → Collection preview

series-design

Shirt full-chain development

Design & pattern → Piece pattern drafting → Grading → Fabric spec → Costing → Tech pack assembly → Preview

shirt-development

Store replenishment in 4 steps

Low-stock diagnosis → Transfer planning → Allocation planning → Display manual

store-replenishment

Occasion styling consult in 6 steps

Occasion rules → Styling profile → Fit baseline → Occasion plan → Rule validation → Plan closing

styling-plan

Supplier performance review in 3 steps

Supplier inventory → Performance scoring → Rating write-back

supplier-review

Supplier to procurement in 5 steps

Supplier inventory → Performance scoring → Rating write-back → In-transit PO pull → Per-PO detail check

supplier-to-procurement

Sustainability assessment in 4 steps

Carbon footprint → Fabric utilization → Cost linkage → Overall rating

sustainability-assessment

2D to 3D in 6 steps

Image to 3D → SVG to 3D → Depth relief → Voxel rebuild → Refine & upgrade → Garment-ready 3D

svg-3d-pipeline

Batch tech-pack export in 5 steps

Multi-style design → Per-style tech pack → Template list → Template render → Batch export

tech-pack-batch-export

Tech pack export in 5 steps

Design & pattern → Grading → Fabric spec → Tech pack assembly → Three-format export

tech-pack-export

Text to 3D in 3 steps

Text to 3D → Refine & upgrade → Garment-ready 3D

text-to-3d-pipeline

Virtual try-on & launch in 6 steps

Virtual try-on → Model swap → Style variants → Material to garment → Buyer show → Launch series

virtual-tryon-launch

Wholesale replenishment in 5 steps

Sell-through monitoring → Low-stock diagnosis → Replenishment wave → Create PO → Status write-back

wholesale-replenishment